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相关概念视频

Reclosers and Fuses01:26

Reclosers and Fuses

433
Automatic circuit reclosers enhance the protection of distribution circuits by interrupting and auto-reclosing an AC circuit according to a preset sequence. They effectively manage temporary faults on overhead distribution lines, often caused by tree limbs or wildlife, by briefly disrupting service to improve overall reliability. However, contact with reclosers or energized broken conductors on the ground can pose serious hazards.
A comprehensive protection scheme for radial distribution...
433
Multimachine Stability01:25

Multimachine Stability

532
Multimachine stability analysis is crucial for understanding the dynamics and stability of power systems with multiple synchronous machines. The objective is to solve the swing equations for a network of M machines connected to an N-bus power system.
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
532
Power System Three-Phase Short Circuits01:21

Power System Three-Phase Short Circuits

504
Determining the subtransient fault current in a power system involves representing transformers by their leakage reactances, transmission lines by their equivalent series reactances, and synchronous machines as constant voltage sources behind their subtransient reactances. In this analysis, certain elements are excluded, such as winding resistances, series resistances, shunt admittances, delta-Y phase shifts, armature resistance, saturation, saliency, non-rotating impedance loads, and small...
504
Line Protection with Impedance Relays01:27

Line Protection with Impedance Relays

416
Coordinating time-delay overcurrent relays in complex radial systems and directional overcurrent relays in multi-source transmission loops can be challenging. Impedance relays address these issues by responding to the voltage-to-current ratio, specifically measuring the apparent impedance of a line. These relays become more sensitive during faults as current increases and voltage decreases, thereby reducing the apparent impedance.
Under normal conditions, low load currents keep the measured...
416
Fast Decoupled and DC Powerflow01:24

Fast Decoupled and DC Powerflow

714
The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
714
Bus Impedance Matrix01:24

Bus Impedance Matrix

488
Calculating subtransient fault currents for three-phase faults in an N-bus power system involves using the positive-sequence network. When a three-phase short circuit occurs at a specific bus, the analysis uses the superposition method to evaluate two separate circuits.
In the first circuit, all machine voltage sources are short-circuited, leaving only the prefault voltage source at the fault location. The positive-sequence bus impedance matrix can be determined by solving the nodal equations,...
488

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相关实验视频

Updated: Jan 9, 2026

Experimental Investigation of the Hierarchical Control in DC Microgrids Using a Real-time Simulator
06:04

Experimental Investigation of the Hierarchical Control in DC Microgrids Using a Real-time Simulator

Published on: February 14, 2025

987

基于多源异质数据融合的微电网切换故障识别方法.

Hongzhao Yang1,2,3, Zhan Zhang4,5, Shijie Zhang6,7

  • 1School of Software, Changsha Social Work College, Changsha, 410004, China. Yhz21star@qq.com.

Scientific reports
|December 1, 2025
PubMed
概括
此摘要是机器生成的。

一种新的时间同步故障识别 (TS-MR) 方法提高了微电网切换的安全性. 这种方法可以准确地识别高可靠性和可解释性评估的错误操作,满足实时工程需求.

关键词:
防止错误操作的互锁.图表神经网络的神经网络微电网的切换方式错误操作的识别错误操作的识别多源异构数据融合多源异构数据融合时间同步时间同步.

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科学领域:

  • 电气工程 电气工程
  • 电力系统 电力系统
  • 人工智能的人工智能

背景情况:

  • 微电网切换操作对于电网稳定性和安全性至关重要.
  • 切换过程中的错误操作可能导致级联故障和重大中断.
  • 目前用于检测切换故障的方法缺乏精度和实时功能.

研究的目的:

  • 开发一种强大而准确的方法,用于识别微电网切换操作中的故障.
  • 为了实现数毫秒级别的时间同步,多源异质数据.
  • 为错误操作提供可解释的评估,同时满足实时约束.

主要方法:

  • 拟议的时间同步故障识别 (TS-MR) 方法.
  • 基于规则的预先选,使用操作程序和反误操作互锁.
  • 两个阶段的时间同步方案,结合变量贝叶斯推理和UKF.
  • 变压器,TCN和GNN的融合,用于跨模式的代表性和歧视.

主要成果:

  • 在典型的切换场景中,TS-MR实现了94.69%的准确性和0.977的AUC.
  • 端到端延迟约为80毫秒,满足了工程级实时约束.
  • 与现有方法相比,证明了更好的准确性 (0.93.7%点) 和AUC (0.0240.057).

结论:

  • TS-MR为微电网切换提供了高可靠性故障识别.
  • 该方法提供可解释的评估,提高了安全性和可靠性.
  • 该方法满足实际应用的严格实时性能要求.